What Do We Talk About When We Talk About Dashboards?

Making sense of smart cities: addressing present shortcomings

Kitchin, R. (2014) · Cambridge Journal of Regions Economy and Society · doi:10.1093/cjres/rsu027 · Cited by 864

A Multi-Level Typology of Abstract Visualization Tasks

Brehmer, M., & Munzner, T. (2013) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2013.124 · Cited by 745

Big Data Research in Information Systems: Toward an Inclusive Research Agenda

University of Virginia, Abbasi, A., Sarker, S., University of Virginia, Aalto University, Chiang, R., & University of Cincinnati (2016) · Journal of the Association for Information Systems · doi:10.17705/1jais.00423 · Cited by 688

Learning Analytics Dashboard Applications

Verbert, K., Duval, E., Klerkx, J., Govaerts, S., & Santos, J. L. (2013) · American Behavioral Scientist · doi:10.1177/0002764213479363 · Cited by 640

HR and analytics: Why HR is set to fail the big data challenge

Angrave, D., Charlwood, A., Kirkpatrick, I., Lawrence, M., & Stuart, M. (2016) · Human Resource Management Journal · doi:10.1111/1748-8583.12090 · Cited by 633 · cited 7×

Digital education governance: data visualization, predictive analytics, and ‘real-time’ policy instruments

Williamson, B. (2016) · Journal of Education Policy · doi:10.1080/02680939.2015.1035758 · Cited by 522

Learning dashboards: an overview and future research opportunities

Verbert, K., Govaerts, S., Duval, E., Santos, J. L., Assche, F. V., Parra, G., & Klerkx, J. (2013) · Personal and Ubiquitous Computing · doi:10.1007/s00779-013-0751-2 · Cited by 456

A review of dashboards in performance management: Implications for design and research

Yigitbasioglu, O. M., & Velcu, O. (2012) · International Journal of Accounting Information Systems · doi:10.1016/j.accinf.2011.08.002 · Cited by 398

Graph Literacy

Galešić, M., & García‐Retamero, R. (2010) · Medical Decision Making · doi:10.1177/0272989x10373805 · Cited by 363

The work that visualisation conventions do

Kennedy, H., Hill, R. L., Aiello, G., & Allen, W. (2016) · Information Communication & Society · doi:10.1080/1369118x.2016.1153126 · Cited by 306

Avoiding the Dark Side of Digital Transformation in Teaching. An Institutional Reference Framework for eLearning in Higher Education

García‐Peñalvo, F. J. (2021) · Sustainability · doi:10.3390/su13042023 · Cited by 249

A Systematic Content Review of Artificial Intelligence and the Internet of Things Applications in Smart Home

Sepasgozar, S. M. E., Karimi, R., Farahzadi, L., Moezzi, F., Shirowzhan, S., Ebrahimzadeh, S. M., Hui, F. K. P., & Aye, L. (2020) · Applied Sciences · doi:10.3390/app10093074 · Cited by 224

Dashboard Design Patterns

Bach, B., Freeman, E., Abdul‐Rahman, A., Turkay, Ç., Khan, S., Fan, Y., & Chen, M. (2022) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2022.3209448 · Cited by 240

Composition and Configuration Patterns in Multiple-View Visualizations

Chen, X., Zeng, W., Lin, Y., Al-Maneea, H. M. A., Roberts, J. C., & Chang, R. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030338 · Cited by 136

Moving towards engaged learning in STEM domains; there is no simple answer, but clearly a road ahead

de Jong, T. (2019) · Journal of Computer Assisted Learning · doi:10.1111/jcal.12337 · Cited by 135

AI-POWERED BI DASHBOARDS IN OPERATIONS: A COMPARATIVE ANALYSIS FOR REAL-TIME DECISION SUPPORT

Metronet Bangladesh Limited, D., & Sultana, R. (2023) · doi:10.63125/wqd2t159 · Cited by 95

Information Dashboards and Tailoring Capabilities - A Systematic Literature Review

Vázquez‐Ingelmo, A., García‐Peñalvo, F. J., & Therón, R. (2019) · IEEE Access · doi:10.1109/access.2019.2933472 · Cited by 88

Supporting policy-making with social media and e-participation platforms data: A policy analytics framework

Simonofski, A., Fink, J., & Burnay, C. (2021) · Government Information Quarterly · doi:10.1016/j.giq.2021.101590 · Cited by 86

Usability Evaluation of Dashboards: A Systematic Literature Review of Tools

Almasi, S., Bahaadinbeigy, K., Ahmadi, H., Sohrabei, S., & Rabiei, R. (2023) · BioMed Research International · doi:10.1155/2023/9990933 · Cited by 83

Goals, Process, and Challenges of Exploratory Data Analysis: An Interview StudyPreprint

Wongsuphasawat, K., Liu, Y., & Heer, J. (2019) · arXiv (Cornell University) · doi:10.48550/arxiv.1911.00568 · Cited by 79

Community dashboards to support data-informed decision-making in the HEALing communities study

Wu, E., Villani, J., Davis, A., Fareed, N., Harris, D. R., Huerta, T. R., Larochelle, M. R., Miller, C. C., & Oga, E. A. (2020) · Drug and Alcohol Dependence · doi:10.1016/j.drugalcdep.2020.108331 · Cited by 78

The Unmet Data Visualization Needs of Decision Makers Within Organizations

Dimara, E., Zhang, H., Tory, M. K., & Franconeri, S. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3074023 · Cited by 75

Organizational decision making and analytics: An experimental study on dashboard visualizations

Hjelle, S., Mikalef, P., Altwaijry, Ν., & Parida, V. (2024) · Information & Management · doi:10.1016/j.im.2024.104011 · Cited by 99

Effects and acceptance of precision education in an AI-supported smart learning environment

Hu, Y.-H. (2022) · Education and Information Technologies · doi:10.1007/s10639-021-10664-3 · Cited by 68

Passing the Data Baton : A Retrospective Analysis on Data Science Work and Workers

Crisan, A., Fiore-Gartland, B., & Tory, M. K. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030340 · Cited by 81

What Makes a Data-GIF Understandable?

Shu, X., Wu, A., Tang, J., Bach, B., Wu, Y., & Qu, H. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030396 · Cited by 64

MultiVision: Designing Analytical Dashboards with Deep Learning Based Recommendation

Wu, A., Wang, Y., Zhou, M., He, X., Zhang, H., Qu, H., & Zhang, D. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114826 · Cited by 60

Check the box! How to deal with automation bias in AI-based personnel selection

Kupfer, C., Prassl, R., Fleiß, J., Malin, C., Thalmann, S., & Kubicek, B. (2023) · Frontiers in Psychology · doi:10.3389/fpsyg.2023.1118723 · Cited by 59

A Framework for Evaluating Dashboards in Healthcare

Zhuang, M., Concannon, D., & Manley, E. (2022) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2022.3147154 · Cited by 59

VizCommender: Computing Text-Based Similarity in Visualization Repositories for Content-Based Recommendations

Oppermann, M., Kincaid, R. H., & Munzner, T. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030387 · Cited by 62

Fits and Starts: Enterprise Use of AutoML and the Role of Humans in the Loop

Crisan, A., & Fiore-Gartland, B. (2021) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3411764.3445775 · Cited by 56

QualDash: Adaptable Generation of Visualisation Dashboards for Healthcare Quality Improvement

Elshehaly, M., Randell, R., Brehmer, M., McVey, L., Alvarado, N., Gale, C. P., & Ruddle, R. A. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.3030424 · Cited by 54

Developing a Data Dashboard Framework for Population Health Surveillance: Widening Access to Clinical Trial Findings

Concannon, D., Herbst, K., & Manley, E. (2019) · JMIR Formative Research · doi:10.2196/11342 · Cited by 51

Connecting Human-Robot Interaction and Data Visualization

Szafir, D. J., & Szafir, D. A. (2021) · ACM/IEEE International Conference on Human-Robot Interaction (HRI) · doi:10.1145/3434073.3444683 · Cited by 50

State-of-the-art Dashboards on Clinical Indicator Data to Support Reflection on Practice: Scoping Review

Bucalon, B., Shaw, T. J., Brown, K., & Kay, J. (2021) · JMIR Medical Informatics · doi:10.2196/32695 · Cited by 44

Finding Their Data Voice: Practices and Challenges of Dashboard Users

Tory, M. K., Bartram, L., Fiore-Gartland, B., & Crisan, A. (2021) · IEEE Computer Graphics and Applications · doi:10.1109/mcg.2021.3136545 · Cited by 44

DashBot: Insight-Driven Dashboard Generation Based on Deep Reinforcement Learning

Deng, D., Wu, A., Qu, H., & Wu, Y. (2022) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2022.3209468 · Cited by 54

Visualizations and Dashboards for Learning Analytics: A Systematic Literature Review

Şahi̇n, M., & Ifenthaler, D. (2021) · Advances in analytics for learning and teaching · doi:10.1007/978-3-030-81222-5_1 · Cited by 43

Effect of information load and cognitive style on cognitive load of visualized dashboards for construction-related activities

Ke, J., Liao, P.-Y., Li, J., & Luo, X. (2023) · Automation in Construction · doi:10.1016/j.autcon.2023.105029 · Cited by 38

LADV: Deep Learning Assisted Authoring of Dashboard Visualizations From Images and Sketches

Ma, R., Mei, H., Guan, H., Huang, W., Zhang, F., Xin, C., Dai, W., Wen, X., & Chen, W. (2020) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2020.2980227 · Cited by 40

Dashboards for visual display of patient safety data: a systematic review

Murphy, D. R., Savoy, A., Satterly, T., Sittig, D. F., & Singh, H. (2021) · BMJ Health & Care Informatics · doi:10.1136/bmjhci-2021-100437 · Cited by 39

Vistribute

Horak, T., Mathisen, A., Klokmose, C. N., Dachselt, R., & Elmqvist, N. (2019) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3290605.3300846 · Cited by 39

Digital Disruption In Teaching And Testing

Wyatt‐Smith, C., Lingard, B., & Heck, E. (2021) · Routledge eBooks · doi:10.4324/9781003045793 · Cited by 42

From Jam Session to Recital: Synchronous Communication and Collaboration Around Data in Organizations

Brehmer, M., & Kosara, R. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114760 · Cited by 35

Prediction of Sales Value in Online shopping using Linear Regression

Gopalakrishnan, T., Choudhary, R., & Prasad, S. (2018) · International Conference on Computing, Communication and Automation · doi:10.1109/ccaa.2018.8777620 · Cited by 34

DataV: Data Visualization on large high-resolution displays

Mei, H., Guan, H., Xin, C., Wen, X., & Chen, W. (2020) · Visual Informatics · doi:10.1016/j.visinf.2020.07.001 · Cited by 33

Deploying geospatial visualization dashboards to combat the socioeconomic impacts of COVID-19

Praharaj, S., Solís, P., & Wentz, E. A. (2022) · Environment and Planning B Urban Analytics and City Science · doi:10.1177/23998083221142863 · Cited by 33

Application of Artificial Intelligence Algorithms Within the Medical Context for Non-Specialized Users: the CARTIER-IA Platform.

García‐Peñalvo, F. J., Vázquez‐Ingelmo, A., García‐Holgado, A., Sampedro-Gómez, J., Sánchez-Puente, A., Vicente-Palacios, V., Dorado-Díaz, P. I., & Sanchez, P. L. (2021) · International Journal of Interactive Multimedia and Artificial Intelligence · doi:10.9781/ijimai.2021.05.005 · Cited by 31

MEDLEY: Intent-based Recommendations to Support Dashboard Composition

Pandey, A., Srinivasan, A., & Setlur, V. (2022) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2022.3209421 · Cited by 30

DMiner: Dashboard Design Mining and Recommendation

Lin, Y., Li, H., Wu, A., Wang, Y., & Qu, H. (2023) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2023.3251344 · Cited by 30

Developing Low-Cost Dashboards for Business Process Optimization in SMEs

Mgbame, A. C., Akpe, O.-E. E., Abayomi, A. A., Ogbuefi, E., & Adeyelu, O. O. (2022) · International Journal of Management and Organizational Research · doi:10.54660/ijmor.2022.1.1.214-230 · Cited by 29

Taking advantage of the software product line paradigm to generate customized user interfaces for decision-making processes: a case study on university employability

Vázquez‐Ingelmo, A., García‐Peñalvo, F. J., & Therón, R. (2019) · PeerJ Computer Science · doi:10.7717/peerj-cs.203 · Cited by 28

An Interactive Dashboard Using a Virtual Assistant for Visualizing Smart Manufacturing

Jwo, J., Lin, C.-S., & Lee, C. (2021) · Mobile Information Systems · doi:10.1155/2021/5578239 · Cited by 31

Math Augmentation: How Authors Enhance the Readability of Formulas using Novel Visual Design Practices

Head, A., Xie, A., & Hearst, M. A. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3501932 · Cited by 28

Engaging Citizens with Open Government Data: The Value of Dashboards Compared to Individual Visualizations

Chokki, A. P., Simonofski, A., Frénay‬, B., & Vanderose, B. (2022) · Digital Government Research and Practice · doi:10.1145/3558099 · Cited by 28

More Than Data Stories: Broadening the Role of Visualization in Contemporary Journalism

Fu, Y., & Stasko, J. (2023) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2023.3287585 · Cited by 30

Cities-Board: A Framework to Automate the Development of Smart Cities Dashboards

Rojas, E., Bastidas, V., & Cabrera, C. (2020) · IEEE Internet of Things Journal · doi:10.1109/jiot.2020.3002581 · Cited by 28

Integrating multiple data sources to measure sustainable tourism in Italian regions

Antolini, F., Terraglia, I., & Cesarini, S. (2024) · Socio-Economic Planning Sciences · doi:10.1016/j.seps.2024.101959 · Cited by 27

Malleable Overview-Detail Interfaces

Min, B., Chen, A., Cao, Y., & Xia, H. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3714164 · Cited by 26

Integrating Business Intelligence Dashboards for Real-Time Supply Chain Visibility and Operational Decision Support

Prova, N. S. (2025) · doi:10.63125/1es4f763 · Cited by 26

Concepts for Modeling Smart Cities

Bastidas, V., Reychav, I., Ofir, A., Bezbradica, M., & Helfert, M. (2021) · Business & Information Systems Engineering · doi:10.1007/s12599-021-00724-w · Cited by 26

Representing Data Visualization Goals and Tasks through Meta-Modeling to Tailor Information Dashboards

Vázquez‐Ingelmo, A., García‐Peñalvo, F. J., Therón, R., & Conde, M. Á. (2020) · Applied Sciences · doi:10.3390/app10072306 · Cited by 26

Development of a Dashboarding and Visualization Framework For Pharmaceutical Brand Performance Analytics Using Tableau and Python

Islam, M. Z. (2025) · American Journal of Interdisciplinary Studies · doi:10.63125/e6djq308 · Cited by 25

Heuristics for Supporting Cooperative Dashboard Design

Setlur, V., Correll, M., Satyanarayan, A., & Tory, M. K. (2023) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2023.3327158 · Cited by 25

A survey on automatic dashboard recommendation systems

Soni, P., de Runz, C., Bouali, F., & Venturini, G. (2024) · Visual Informatics · doi:10.1016/j.visinf.2024.01.002 · Cited by 25

KoopaML: A Graphical Platform for Building Machine Learning Pipelines Adapted to Health Professionals.

García‐Peñalvo, F. J., Vázquez‐Ingelmo, A., García‐Holgado, A., Sampedro-Gómez, J., Sánchez-Puente, A., Vicente-Palacios, V., Dorado-Díaz, P. I., & Sanchez, P. L. (2023) · International Journal of Interactive Multimedia and Artificial Intelligence · doi:10.9781/ijimai.2023.01.006 · Cited by 23

Data Quality, Mismatched Expectations, and Moving Requirements: The Challenges of User-Centred Dashboard Design

Alhamadi, M., Alghamdi, O., Clinch, S., & Vigo, M. (2022) · Nordic Conference on Human-Computer Interaction · doi:10.1145/3546155.3546708 · Cited by 22

Re-understanding of data storytelling tools from a narrative perspective

Ren, P., Wang, Y., & Zhao, F. (2023) · Visual Intelligence · doi:10.1007/s44267-023-00011-0 · Cited by 26

HOW INTERACTIVE DASHBOARDS IMPROVE MANAGERIAL DECISION-MAKING IN OPERATIONS MANAGEMENT

Rahman, M. A., & Alam, M. S. (2025) · American Journal of Advanced Technology and Engineering Solutions · doi:10.63125/cqm5jk84 · Cited by 21

Tailored information dashboards

Vázquez‐Ingelmo, A., García‐Peñalvo, F. J., & Therón, R. (2019) · International Conference on Human Computer Interaction (Interacción) · doi:10.1145/3335595.3335628 · Cited by 21

Towards a Conceptual Model for Data Narratives

Outa, F. E., Francia, M., Marcel, P., Peralta, V., & Vassiliadis, P. (2020) · Lecture notes in computer science · doi:10.1007/978-3-030-62522-1_19 · Cited by 21

Building Energy Simulation and Monitoring: A Review of Graphical Data Representation

Piazzini, O. G. V., Scarpa, M., & Peron, F. (2022) · Energies · doi:10.3390/en16010390 · Cited by 20

A conceptual framework for developing dashboards for big mobility data

Conrow, L., Fu, C., Huang, H., Andrienko, N. V., Andrienko, G., & Weibel, R. (2023) · Cartography and Geographic Information Science · doi:10.1080/15230406.2023.2190164 · Cited by 20

Data visualization and domain knowledge: Insights through focus groups of researchers in Spain

Vázquez‐Ingelmo, A., García‐Holgado, A., Verdugo-Castro, S., Therón, R., & García‐Peñalvo, F. J. (2024) · Computers in Human Behavior · doi:10.1016/j.chb.2024.108162 · Cited by 20

The Importance of Data Visualization in Combating a Pandemic

Crisan, A. (2022) · American Journal of Public Health · doi:10.2105/ajph.2022.306857 · Cited by 20

Design, Application, and Actionability of US Public Health Data Dashboards: Scoping Review

Stahlman, G., Yanovitzky, I., & Kim, M. (2025) · Journal of Medical Internet Research · doi:10.2196/65283 · Cited by 19

Multiple Views: different meanings and collocated words

Roberts, J. C., Al-Maneea, H. M. A., Butcher, P., Lew, R., Rees, G. P., Sharma, N., & Frankenberg‐Garcia, A. (2019) · Computer Graphics Forum · doi:10.1111/cgf.13673 · Cited by 19

Capturing high-level requirements of information dashboards' components through meta-modeling

Vázquez‐Ingelmo, A., García‐Peñalvo, F. J., & Therón, R. (2019) · Ninth International Conference on Technological Ecosystems for Enhancing Multiculturality (TEEM'21) · doi:10.1145/3362789.3362837 · Cited by 18

The moving target of visualization software for an increasingly complex world

Reina, G., Childs, H., Matković, K., Bühler, K., Waldner, M., Pugmire, D., Kozlíková, B., Ropinski, T., Ljung, P., Itoh, T., et al. (2020) · Computers & Graphics · doi:10.1016/j.cag.2020.01.005 · Cited by 18

Integrating human-centered design in public health data dashboards: lessons from the development of a data dashboard of sexually transmitted infections in New York State

Ansari, B., & Martin, E. G. (2023) · Journal of the American Medical Informatics Association · doi:10.1093/jamia/ocad102 · Cited by 17

Making the Data Visible: A Systematic Review of Systems-Level Data Dashboards for Leadership and Policy in Education

Curran, F. C., Carlo, S. D., & Harris-Walls, K. (2024) · Review of Educational Research · doi:10.3102/00346543241288249 · Cited by 21

Descriptive Analytics Dashboard for an Inclusive Learning Environment

Costas-Jauregui, V., Oyelere, S. S., Caussin, B., Barros-Gavilanes, G., Agbo, F. J., Toivonen, T., Motz, R., & Tenesaca, J. B. (2021) · IEEE Frontiers in Education Conference (FIE) · doi:10.1109/fie49875.2021.9637388 · Cited by 16

Dashboard Visualization of Information for Emergency Medical Services

Christen, O. M., Mösching, Y., Muller, P., Denecke, K., & Nüssli, S. (2020) · Studies in health technology and informatics · doi:10.3233/shti200688 · Cited by 16

‘Are They Doing Better In The Clinic Or At Home?’: Understanding Clinicians’ Needs When Visualizing Wearable Sensor Data Used In Remote Gait Assessments For People With Multiple Sclerosis

Seals, A. E., Pilloni, G., Kim, J. R., Sanchez, R., Rizzo, J., Charvet, L. E., Nov, O., & Dove, G. (2022) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3491102.3501989 · Cited by 16

What-if Analysis for Business Professionals: Current Practices and Future Opportunities

Gathani, S., Liu, Z., Haas, P. J., & Demiralp, Ç. (2025) · CHI Conference on Human Factors in Computing Systems · doi:10.1145/3706598.3713672 · Cited by 15

Towards a Technological Ecosystem to Provide Information Dashboards as a Service: A Dynamic Proposal for Supplying Dashboards Adapted to Specific Scenarios

Vázquez‐Ingelmo, A., García‐Peñalvo, F. J., & Therón, R. (2021) · Applied Sciences · doi:10.3390/app11073249 · Cited by 15

Semantic Snapping for Guided Multi-View Visualization Design

Kristiansen, Y. S., Garrison, L., & Brückner, S. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114860 · Cited by 15

A Process Model for Dashboard Onboarding

Dhanoa, V., Walchshofer, C., Hinterreiter, A., Stitz, H., Groeller, E., & Streit, M. (2022) · Computer Graphics Forum · doi:10.1111/cgf.14558 · Cited by 15

User Perceptions of Actionability in Data Dashboards

Sorapure, M. (2023) · Journal of Business and Technical Communication · doi:10.1177/10506519231161611 · Cited by 15

GEViTRec: Data Reconnaissance Through Recommendation Using a Domain-Specific Visualization Prevalence Design Space

Crisan, A., Fisher, S. E., Gardy, J. L., & Munzner, T. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3107749 · Cited by 14

Co-production pathway of an end-to-end climate service for improved decision-making in the wine sector

Terrado, M., Marcos-Matamoros, R., González-Reviriego, N., Vigo, I., Nicodemou, A., Graça, A., Teixeira, M., Fontes, N., Silva, S., Dell’Aquila, A., et al. (2023) · Climate Services · doi:10.1016/j.cliser.2023.100347 · Cited by 14

Tailored performance dashboards—an evaluation of the state of the art

Kruglov, A. V., Strugar, D., & Succi, G. (2021) · PeerJ Computer Science · doi:10.7717/peerj-cs.625 · Cited by 14

SightBi: Exploring Cross-View Data Relationships with Biclusters

Sun, M., Shaikh, A. R., Alhoori, H., & Zhao, J. (2021) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2021.3114801 · Cited by 13

Effects of screen-responsive visualization on data comprehension

Badam, S. K., & Elmqvist, N. (2021) · Information Visualization · doi:10.1177/14738716211038614 · Cited by 13

ColorCook: Augmenting Color Design for Dashboarding with Domain-Associated Palettes

Shi, Y., Chen, S., Liu, P., Jiang, L., & Cao, N. (2022) · Proceedings of the ACM on Human-Computer Interaction · doi:10.1145/3555534 · Cited by 13

Transitioning to a Commercial Dashboarding System: Socio-Technical Observations and Opportunities

Walchshofer, C., Dhanoa, V., Streit, M., & Meyer, M. (2023) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2023.3326525 · Cited by 17

SuperNOVA: Design Strategies and Opportunities for Interactive Visualization in Computational Notebooks

Wang, Z. J., Munechika, D., Lee, S., & Chau, D. H. (2024) · CHI Conference Extended Abstracts on Human Factors in Computing Systems (CHI EA) · doi:10.1145/3613905.3650848 · Cited by 15

Perancangan Model Dashboard Untuk Pelaporan dan Visualisasi Data Kesehatan Sebagai Sistem Monitoring di Dinas Kesehatan Gunungkidul

Hizriansyah, H. (2023) · Journal of Information Systems for Public Health · doi:10.22146/jisph.72268 · Cited by 12

Carbon footprint tracing and pattern recognition framework based on visual analytics

Peng, J., Kimmig, A., Wang, D., Niu, Z., Liu, X., Tao, X., & Ovtcharova, J. (2024) · Sustainable Production and Consumption · doi:10.1016/j.spc.2024.07.019 · Cited by 12

Ocupado: Visualizing Location‐Based Counts Over Time Across Buildings

Oppermann, M., & Munzner, T. (2020) · Computer Graphics Forum · doi:10.1111/cgf.13968 · Cited by 12

Development and Evaluation of a Learning Analytics Dashboard for Moodle Learning Management System

Peraić, I., & Grubišić, A. (2022) · Lecture notes in computer science · doi:10.1007/978-3-031-22131-6_30 · Cited by 12

Towards Unified Information Dashboard Design - Common Principles, Practices, and Challenges

Nasir, A. H. M., Salwana, E., & Ahmad, M. N. (2024) · Procedia Computer Science · doi:10.1016/j.procs.2024.03.161 · Cited by 11

From Instruction to Insight: Exploring the Functional and Semantic Roles of Text in Interactive Dashboards

Sultanum, N., & Setlur, V. (2024) · IEEE Transactions on Visualization and Computer Graphics · doi:10.1109/tvcg.2024.3456601 · Cited by 11

MetaViz – A graphical meta-model instantiator for generating information dashboards and visualizations

Vázquez‐Ingelmo, A., García‐Peñalvo, F. J., & Therón, R. (2022) · Journal of King Saud University - Computer and Information Sciences · doi:10.1016/j.jksuci.2022.09.015 · Cited by 11

An empirical study of counterfactual visualization to support visual causal inference

Wang, A. Z., Borland, D., & Gotz, D. (2024) · Information Visualization · doi:10.1177/14738716241229437 · Cited by 11

Data-Informed Decision-Making

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Creating Powerful Dashboards

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